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1904.01606
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Inferring Which Medical Treatments Work from Reports of Clinical Trials
2 April 2019
Eric P. Lehman
Jay DeYoung
Regina Barzilay
Byron C. Wallace
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Papers citing
"Inferring Which Medical Treatments Work from Reports of Clinical Trials"
22 / 72 papers shown
Title
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Kushal Lakhotia
Bhargavi Paranjape
Asish Ghoshal
Wen-tau Yih
Yashar Mehdad
Srini Iyer
63
28
0
31 Dec 2020
Self-Explaining Structures Improve NLP Models
Zijun Sun
Chun Fan
Qinghong Han
Xiaofei Sun
Yuxian Meng
Leilei Gan
Jiwei Li
MILM
XAI
LRM
FAtt
117
38
0
03 Dec 2020
An Investigation of Language Model Interpretability via Sentence Editing
Samuel Stevens
Yu-Chuan Su
LRM
39
9
0
28 Nov 2020
Weakly- and Semi-supervised Evidence Extraction
Danish Pruthi
Bhuwan Dhingra
Graham Neubig
Zachary Chase Lipton
83
23
0
03 Nov 2020
Measuring Association Between Labels and Free-Text Rationales
Sarah Wiegreffe
Ana Marasović
Noah A. Smith
339
182
0
24 Oct 2020
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
David Lowell
Brian Howard
Zachary Chase Lipton
Byron C. Wallace
124
24
0
22 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration
Qiao Jin
Chuanqi Tan
Mosha Chen
Xiaozhong Liu
Songfang Huang
66
10
0
12 Oct 2020
Evaluating and Characterizing Human Rationales
Samuel Carton
Anirudh Rathore
Chenhao Tan
74
49
0
09 Oct 2020
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations
Benjamin E. Nye
Jay DeYoung
Eric P. Lehman
A. Nenkova
Iain J. Marshall
Byron C. Wallace
85
22
0
07 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision
Max Glockner
Ivan Habernal
Iryna Gurevych
LRM
95
26
0
07 Oct 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization
Byron C. Wallace
Sayantani Saha
Frank Soboczenski
Iain J. Marshall
HILM
88
79
0
25 Aug 2020
Aligning Faithful Interpretations with their Social Attribution
Alon Jacovi
Yoav Goldberg
77
106
0
01 Jun 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
Kyle Swanson
L. Yu
Tao Lei
OT
67
37
0
27 May 2020
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time
Benjamin E. Nye
A. Nenkova
Iain J. Marshall
Byron C. Wallace
46
25
0
21 May 2020
Semi-Automating Knowledge Base Construction for Cancer Genetics
Somin Wadhwa
K. Yin
K. Hughes
Byron C. Wallace
108
0
0
17 May 2020
Evidence Inference 2.0: More Data, Better Models
Jay DeYoung
Eric P. Lehman
Benjamin E. Nye
Iain J. Marshall
Byron C. Wallace
113
69
0
08 May 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction
Bhargavi Paranjape
Mandar Joshi
John Thickstun
Hannaneh Hajishirzi
Luke Zettlemoyer
70
101
0
01 May 2020
Learning to Faithfully Rationalize by Construction
Sarthak Jain
Sarah Wiegreffe
Yuval Pinter
Byron C. Wallace
87
165
0
30 Apr 2020
Fact or Fiction: Verifying Scientific Claims
David Wadden
Shanchuan Lin
Kyle Lo
Lucy Lu Wang
Madeleine van Zuylen
Arman Cohan
Hannaneh Hajishirzi
HAI
200
465
0
30 Apr 2020
Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies
Shivashankar Subramanian
Ioana Baldini
S. Ravichandran
Dmitriy A. Katz-Rogozhnikov
Karthikeyan N. Ramamurthy
P. Sattigeri
Kush R. Varshney
Annmarie Wang
Pradeep Mangalath
Laura B. Kleiman
31
4
0
18 Nov 2019
ERASER: A Benchmark to Evaluate Rationalized NLP Models
Jay DeYoung
Sarthak Jain
Nazneen Rajani
Eric P. Lehman
Caiming Xiong
R. Socher
Byron C. Wallace
163
640
0
08 Nov 2019
Structured Attention Networks
Yoon Kim
Carl Denton
Luong Hoang
Alexander M. Rush
152
463
0
03 Feb 2017
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